Abstract

Although discrete-choice statistical techniques have been used with increasing regularity in demographic analyses, Mcl’adden’s conditional logit model is less well known and seldom used. Conditional logit models are appropriate when the choice among alternatives is modeled as a function of the characteristics of the alternatives, rather than (or in addition to) the characteristics of the individual making the choice. We argue that this feature of conditionallogit makes it more appropriate for estimating behavioral models. In this article, the conditional logit model is presented and compared with the more familiar multinomial logit model. The difference between the two techniques is illustrated with an analysis of the choice of marital and welfare status by divorced or separated women.

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References

Allison, P. D. (
1982
).
Discrete time methods for the analysis of event histories
. In S. Lchnhardt (Ed.),
Sociological Methodology
(pp.
64
98
).
San Francisco
:
Josscy-Bass
.
Allison, P. D. (
1984
).
Event History Analysis
.
Beverly Hills, Calif.
:
Sage
.
Amemiya, T. (
1985
).
Advanced Econometrics
.
Cambridge, Mass.
:
Harvard University Press
.
Ben-Akiva, M., & Lerman, S. R. (
1985
).
Discrete Choice Analysis
.
Cambridge, Mass.
:
MIT Press
.
Beller, A. H., & Graham, J. W. (
1986
).
Child support awards: Differentials and trends by race and marital status
.
Demography
,
23
,
231
246
. 10.2307/2061618
DaVanzo, J., & Habicht, J.-P. (
1986
).
Infant mortality decline in Malaysia, 1946–1975: The roles of changes in variables and changes in the structure of relationships
.
Demography
,
23
,
143
160
. 10.2307/2061613
Entwisle, B., Herrnalin, A. I., Kamnuansilpa, P., & Chamratrithirong., A. (
1984
).
A multilevel model of family planning availability and contraceptive use in rural Thailand
.
Demography
,
21
,
559
574
. 10.2307/2060915
Entwisle, B., Mason, W. M., & Herrnalin, A. I. (
1986
).
The multilevel dependence of contraceptive use on socioeconomic development and family planning program strength
.
Demography
,
23
,
199
216
. 10.2307/2061616
Hausman, J. A., & McFadden, D. (
1984
).
Specification tests for the multinomiallogit model
.
Econometrica
,
52
,
1219
1240
. 10.2307/1910997
Hoffman, S. D., and G. J. Duncan. 1987. Remarriage and Welfare Choices of Divorced and Separated Women. Unpublished manuscript, University of Delaware, Dept. of Economics.
Judge, G., Griffins, W., Carter, R., & Lee, T. (
1980
).
The Theoryand Practice of Econometrics
.
New York
:
Wiley
.
Landale, N. S., & Guest, A. (
1985
).
Constraints, satisfaction and residential mobility: Speare’s model reconsidered
.
Demography
,
22
,
199
222
. 10.2307/2061178
Lee, L. (
1983
).
Generalized econometric models with selectivity
.
Econometrica
,
51
,
507
512
. 10.2307/1912003
Lehrer, K., & Kawasaki, S. (
1985
).
Child care arrangements and fertility: An analysis of two-earner households
.
Demography
,
22
,
499
514
. 10.2307/2061585
Leibowitz, A., Eisen, M., & Chow, W. K (
1986
).
An economic model of teenage pregnancy decision-making
.
Demography
,
23
,
67
78
. 10.2307/2061408
Maddala, G. S. (
1983
).
Limited-Dependent and Qualitative Variables in Econometrics
.
Cambridge, U.K
:
Cambridge University Press
.
Massey, D. S., & Mullan, B. P. (
1984
).
A demonstration of the effect of seasonal migration on fertility
.
Demography
,
21
,
501
518
. 10.2307/2060912
McFadden, D. (
1973
).
Conditionallogit analvsis of qualitative choice behavior
. In P. Zarernbka (Ed.),
Frontiers in Econometrics
(pp.
105
135
).
New York
:
Wiley
.
McFadden, D. (
1981
).
Econometic models of probabilistic choice
. In C. F. Manski, & D. McFadden (Eds.),
Structural Analysis of Discrete Data With Econometric Applications
(pp.
198
272
).
Cambridge, Mass.
:
MIT Press
.
Robins, P. K., & Dickinson, K. P. (
1985
).
Child support and welfare dependence: A Multinomial logit analysis
.
Demography
,
22
,
367
380
. 10.2307/2061066
Tienda, M., & Glass, J. (
1985
).
Household structure and labor force participation of black, Hispanic, and white workers
.
Demography
,
22
,
381
394
. 10.2307/2061067